3 papers
cs.CV2022
Adversarial Learning of Hard Positives for Place Recognition
Wenxuan Fang, Kai Zhang, Yoli Shavit +1
Image retrieval methods for place recognition learn global image descriptors that are used for fetching geo-tagged images at inference time. Recent works have suggested employing w…
cs.IR2021
Attention on Global-Local Representation Spaces in Recommender Systems
Munlika Rattaphun, Wen-Chieh Fang, Chih-Yi Chiu
In this study, we present a novel clustering-based collaborative filtering (CF) method for recommender systems. Clustering-based CF methods can effectively deal with data sparsity…
cs.AI2016
Cognitive Discriminative Mappings for Rapid Learning
Wen-Chieh Fang, Yi-ting Chiang
Humans can learn concepts or recognize items from just a handful of examples, while machines require many more samples to perform the same task. In this paper, we build a computati…